Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9220749 | 0.7009424 | 0.3913359 |
| bt | 0.7816721 | 0.4652837 | 0.1680292 |
| maxnet | 0.7689573 | 0.4545311 | NA |
| gam | 0.7688683 | 0.4310194 | 0.1647128 |
| glm | 0.7184341 | 0.4040147 | 0.1027322 |